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Online learning platforms need a better way to assess students' understanding of topics. Traditional methods like multiple-choice quizzes or written assignments don't fully capture a student's depth of knowledge or communication skills. Manual grading is also time-consuming and can be subjective, making it hard to scale as more students enroll.

We developed snap.assess, an AI-based assessment system that works with any learning management system (LMS). Here's how it works:

Video Responses: Students record and submit videos of themselves answering questions on each topic. This allows for a more comprehensive evaluation of their understanding and communication abilities. Multi-Modal Analysis: The system uses three AI models to analyze the submitted videos.

Video Model: Detects facial expressions like confidence, relaxation, etc. to gauge the student's confidence.

Audio Model: Identifies emotions like fear, nervousness, neutrality, etc. in the student's speech to assess their emotional state.

Text Model: Analyzes the transcript to evaluate how accurately and completely the student answered the question.

Reporting: After the student submits responses for all topics, the system generates reports for each one. Instructors can review the videos and reports to thoroughly evaluate each student's performance.

Automated and Consistent Grading: snap.assess uses AI to provide objective, uniform evaluations, eliminating human bias and ensuring consistency across all assessments.

Seamless LMS Integration: The tool easily integrates with existing systems in the form of a simple "Take Assessment" button on the LMS screen, enabling educators to administer and review assessments from one streamlined interface.

Comprehensive Evaluation: Assessing video, audio, and text gives a deeper understanding of students' knowledge and communication skills.

Scalability: Automated analysis and reporting allow efficient assessment of many students without manual grading.

Objectivity: AI models minimize human bias, ensuring fair and consistent evaluation.

Data-driven Insights: Detailed reports help identify areas for improvement and track student progress.

Enhanced Feedback Quality: AI-driven feedback provides users with detailed insights into their performance. Users gain more detailed insights into their performance, including confidence and depth of understanding of the content.

Overall, snap.assess reduces time needed for assignment grading from a few hours to a matter of minutes. It also opens the possibility of scaling the assignment grading process in a consistent manner for SaaS products or LMS systems.